isotretinoin and Chemical-and-Drug-Induced-Liver-Injury

Topics: Chemical and Drug Induced Liver Injury; Databases, Factual; Drug Labeling; Humans; Pharmaceutical Preparations; Risk

Patients with severe recalcitrant nodular acne that is unresponsive to conventional therapy (including topical and systemic antibiotics) have few alternative effective treatment modalities other than the use of oral isotretinoin (Accutane). The cause of acne vulgaris is multifactorial, but the pathogenesis of this disorder of the pilosebaceous follicles arises mainly from endogenous factors. It is usually, but not always, associated with the onset of puberty. Severe acne, defined by the prevalence of facial and truncal inflammatory lesions, is a disfiguring disease that can often result in significant permanent scarring after the healing of deep inflammatory lesions and other disorders, such as systemic bacterial infections. Topical treatments are considered as the first line of therapy for less severe forms of acne, although systemic treatments such as antibiotics or antiandrogen agents are effective for either mild or moderate forms and sometimes effective for severe acne. However, in many patients with large numbers of nodules, longer treatment periods with these agents are required to reduce the count of inflammatory lesions. It has become increasingly evident that (because topical agents and antibiotic or antiandrogenic therapy have a slow onset of action) even mild or moderate acne that is treated in this way can result in scarring. In addition, the excessive use of systemic antibiotics has led to the detection of increasing numbers of antibiotic-resistant bacteria on the skin of patients with acne.(1) Therefore, because of its relatively rapid onset of action and its high efficacy with reducing more than 90% of the most severe inflammatory lesions, Accutane has a role as an effective treatment in patients with severe acne that is recalcitrant to other therapies.

Topics: Acne Vulgaris; Adolescent; Adult; Chemical and Drug Induced Liver Injury; Clinical Trials as Topic; Female; Humans; Hypertriglyceridemia; Isotretinoin; Male; Mental Disorders; Mucous Membrane; Patient Education as Topic; Product Labeling; Stomatitis; Vision Disorders

The potential of vitamin A, or retinol, in the treatment of a variety of skin diseases has long been recognized, but because of serious toxic effects this substance generally could not be used. The recent development and marketing of two relatively non-toxic synthetic analogues, which are known as retinoids, has made it possible to treat some of the diseases that are resistant to standard forms of therapy. Isotretinoin is very effective in cystic and conglobate acne, while etretinate is especially useful in the more severe forms of psoriasis. Good results have also been obtained in other disorders of keratinization. Vitamin A and its derivatives apparently have an antineoplastic effect as well and may come to be used in both the prevention and the treatment of epithelial cancer. In many of these diseases the retinoids act by enhancing the normal differentiation and proliferation of epidermal tissues, but the exact mechanisms are not well understood. Their influence on the intracellular polyamines that control the synthesis of nucleic acids and proteins may be an important factor. Although the retinoids have few serious systemic effects, they are teratogenic, and because they persist in the body their use in women of childbearing potential is limited.

Topics: Acne Vulgaris; Bone Diseases; Chemical and Drug Induced Liver Injury; Etretinate; Female; Humans; Isomerism; Isotretinoin; Keratosis; Kinetics; Psoriasis; Skin Diseases; Skin Neoplasms; Tretinoin; Triglycerides; Vitamin A

In the one year since isotretinoin has been available in the United States for the treatment of severe, recalcitrant, nodulocystic acne, there has been extensive clinical verification of the reports of its dramatic efficacy in the treatment of this troublesome disease. Proper selection of patients, as well as treatment with adequate doses of drug for 3 to 5 months, will most often result in significant clinical improvement or total clearing. Although dosages of less than 1 mg/kg/day may produce a nearly equivalent degree of improvement with somewhat fewer or less severe side effects, the recommended daily dose remains 1 mg/kg/day because lower dosages are associated with more frequent relapses. In severe cases, the daily dosage may be increased to 2 mg/kg/day. Teratogenicity, elevation of serum triglycerides, liver function abnormalities, pancreatitis, and pseudotumor cerebri may all be associated with isotretinoin therapy and require close monitoring of the patient.

Topics: Abnormalities, Drug-Induced; Acne Vulgaris; Adolescent; Adult; Animals; Central Nervous System; Chemical and Drug Induced Liver Injury; Folliculitis; Humans; Isotretinoin; Middle Aged; Mucous Membrane; Musculoskeletal System; Rats; Skin Diseases; Sweat Gland Diseases; Tretinoin

Valproic acid (VPA), an inhibitor of histone deacetylases, inhibits the growth of leukemia cells and induces their differentiation in vitro. In the present study, VPA in combination with two differentiating agents, 13-cis retinoic acid and 1,25-dihydroxyvitamin D3, was given to 19 previously untreated patients with MDS or CMML. Eight patients had to discontinue treatment before week 16 due to toxicity. According to international working group criteria, three patients (16%) responded to treatment. No correlation between VPA serum level, histone acetylation or clinical response was observed.

Topics: Acetylation; Aged; Aged, 80 and over; Calcitriol; Cheilitis; Chemical and Drug Induced Liver Injury; Drug Therapy, Combination; Fatigue; Histones; Humans; Isotretinoin; Middle Aged; Myelodysplastic Syndromes; Pneumonia; Protein Processing, Post-Translational; Treatment Outcome; Valproic Acid

Retinoids are under intensive study for the treatment and prevention of cancer. Substantial dose-related toxicities of retinoids are a major obstacle to this work. In a recent retrospective analysis of combined 13-cis-retinoic acid (13cRA) and alpha-tocopherol (AT) in myelodysplasia, 13cRA toxicity was reduced significantly and 13cRA activity was enhanced. These results suggested the need for prospective testing of this new combination. This trial tested the hypotheses that At can reduce toxicity of high-dose 13cRA and does not interfere with 13cRA absorption/activity as reflected by reduced 13cRA serum levels.. This was a phase I trial design in which patients received fixed-dose 13cRA (100 mg/m2/d) plus escalating-dose AT (beginning at 800 IU/d, increased 400 IU/d each month until 2000 IU/d). We collected toxicity data every four weeks from self-report forms, clinical examinations and laboratory studies. AT effects on 13cRA toxicity were determined by comparing maximum toxicity at lowest AT dose with that at highest AT dose. We also measured serum levels of both agents every four weeks.. Of the 45 patients registered, 36 had cancer (active or prior history), 9 had premalignant lesions. Thirty-nine patients could be evaluated for initial-course toxicity; 31 for final course toxicity. Median time on treatment (all patients) was four months (range, 1-9 months); a total of 223 month-long courses of treatment were given. Eighteen percent of patients (7/39) developed grade 3 or 4 toxicity in the initial course. The rates of increase and decrease in 13cRA toxicity associated with increasing AT doses were similar: 36% decreased (11/31), 32% increased (10/31) (P = 0.84). At did not reduce 13cRA serum levels. After initial increases of mean AT plasma levels (17.9 micrograms/ ml at baseline to 45.4 micrograms/ml after first four-week course), subsequent AT plasma increases (< 2-fold) did not keep pace with increased AT doses (2-3-fold). No major activity occurred in the 21 patients with active refractory cancer. The complete response rate in patients with premalignant head-and-neck or lung lesions was 77.8% (7/9), which included two patients previously refractory to 13cRA alone.. Although escalating doses of AT did not reduce 13cRA toxicity, the rate of initial-course (including 800 IU/d of AT) high-grade toxicity was substantially lower than that typical of high-dose 13cRA-alone and similar to that typical of low-dose 13cRA-alone. Indeed, a trial of 13cRA-alone followed by 13cRA plus AT may have detected a significant toxicity difference. We did not design such a trial out of ethical concern for known side effects of high-dose 13cRA. The increase in AT serum levels was not proportional with increasing doses of AT, which may explain the lack of a dose-response effect of AT on 13cRA toxicity. Previous trials have established that 13cRA has an approximate 10% complete response rate in oral premalignancy. Our small trial's 77.8% complete response rate in premalignant lesions suggests that AT may enhance 13cRA clinical activity. Future trials of 13cRA plus AT are needed to define this combinations toxicity profile, clinical activity and pharmacokinetics.

Topics: Adult; Aged; Alanine Transaminase; Alkaline Phosphatase; Anticarcinogenic Agents; Antineoplastic Agents; Biomarkers; Cheilitis; Chemical and Drug Induced Liver Injury; Conjunctivitis; Drug Eruptions; Female; Humans; Hypertriglyceridemia; Isotretinoin; Leukoplakia, Oral; Lung Diseases; Male; Middle Aged; Neoplasms; Pain; Precancerous Conditions; Treatment Outcome; Vitamin E

Liver disorders are one of the principal reasons for mortality in the world. Isotretinoin is a systemic retinoid that has been approved for therapy of acne vulgaris since 1982. This drug causes complications in the body. Evidence suggests that Isotretinoin might cause hepatotoxicity. Our research aimed to study the exact mechanism of hepatotoxicity induced by isotretinoin and the protective role of taurine in this toxicity. Biomarkers such as aspartate transaminase (AST) and alanine transaminase (ALT), superoxide dismutase, glutathione content (GSH), catalase, and malondialdehyde (MDA) were examined. Furthermore, pathological changes were evaluated. The results showed that oral administration of Isotretinoin induced hepatotoxicity as showed by elevation in ALT, AST, and MDA; also, it reduced intracellular GSH in rat liver tissue. Administration of taurine prevented the hepatotoxicity induced by isotretinoin in rats significantly.

Topics: Alanine Transaminase; Animals; Aspartate Aminotransferases; Chemical and Drug Induced Liver Injury; Glutathione; Isotretinoin; Liver; Oxidative Stress; Rats; Superoxide Dismutase; Taurine

Isotretinoin is the most effective acne therapy available, but has the potential for a number of adverse side effects, including transaminitis. The iPLEDGE isotretinoin program recommends avoiding some herbals and supplements due to potential side effects. However, little is known about the effects of protein supplements on the liver, particularly in patients taking isotretinoin. We designed a retrospective chart review to evaluate the symptoms, diagnosis, treatment, and outcome of patients on or preparing to take isotretinoin therapy who were concurrently ingesting protein or herbal supplementation and who developed transaminitis. In 100% (8/8) of cases, dietary supplementation was determined to be at least a possible cause of elevated liver transaminases. In 75% (6/8) of cases, dietary supplement appears to be the most likely cause at some point in their evaluation. Most of our patients' elevations in aspartate aminotransferase and/or alanine aminotransferase were likely caused by supplementation with protein, creatine, or herbal extracts, rather than prescribed isotretinoin or tetracycline antibiotics for acne. Hence, dietary supplementation may cause liver function abnormalities. As supplement usage appears common in teenagers, clinicians should consider counseling their patients to avoid these products, particularly when prescribing known hepatotoxic drugs.

Topics: Acne Vulgaris; Adolescent; Biomarkers; Camellia sinensis; Chemical and Drug Induced Liver Injury; Creatine; Dermatologic Agents; Dietary Proteins; Dietary Supplements; Female; Follow-Up Studies; Humans; Isotretinoin; Male; Plant Preparations; Retrospective Studies; Transaminases; Treatment Outcome

The aim of this study was to model the use of reference change values (RCVs) for the follow-up of 4 parameters of patients using oral isotretinoin which is gaining widespread popularity for monitoring the side effects of the treatment.. 102 patients received 30 mg/day oral isotretinoin for 24 weeks for the diagnosis of acne vulgaris.. Repetitive measurements of the patients were interpreted with RCVs, after comparing the first and second doses based on RCVs: TC, TG, AST and ALT results increased in 12%, 20%, 14% and 12% of the patients respectively. When the first dose was compared with the last dose, the increases were 20%, 29%, 22% and 18% respectively interpreted as significant changes based on laboratory medicine.. A more sensitive follow-up is possible in the monitorization of adverse effects by using RCVs method.

Topics: Acne Vulgaris; Administration, Oral; Adolescent; Adult; Blood Chemical Analysis; Chemical and Drug Induced Liver Injury; Dermatologic Agents; Enzymes; Female; Humans; Isotretinoin; Male; Middle Aged; Retrospective Studies; Young Adult

Drug-induced liver injury (DILI) accounts for 20-40% of all instances of clinical hepatic failure and is a common reason for withdrawal of an approved drug or discontinuation of a potentially new drug from clinical/nonclinical development. Numerous individual risk factors contribute to the susceptibility to human DILI and its severity that are either compound- and/or patient-specific. Compound-specific primary mechanisms linked to DILI include: cytotoxicity, reactive metabolite formation, inhibition of bile salt export pump (BSEP), and mitochondrial dysfunction. Since BSEP is an energy-dependent protein responsible for the efflux of bile acids from hepatocytes, it was hypothesized that humans exposed to drugs that impair both mitochondrial energetics and BSEP functional activity are more sensitive to more severe manifestations of DILI than drugs that only have a single liability factor. As annotated in the United States National Center for Toxicological Research Liver Toxicity Knowledge Base (NCTR-LTKB), the inhibitory properties of 24 Most-DILI-, 28 Less-DILI-, and 20 No-DILI-concern drugs were investigated. Drug potency for inhibiting BSEP or mitochondrial activity was generally correlated across human DILI concern categories. However, drugs with dual potency as mitochondrial and BSEP inhibitors were highly associated with more severe human DILI, more restrictive product safety labeling related to liver injury, and appear more sensitive to the drug exposure (Cmax) where more restrictive labeling occurs.. These data affirm that severe manifestations of human DILI are multifactorial, highly associated with combinations of drug potency specifically related to known mechanisms of DILI (like mitochondrial and BSEP inhibition), and, along with patient-specific factors, lead to differences in the severity and exposure thresholds associated with clinical DILI.

Topics: Animals; ATP Binding Cassette Transporter, Subfamily B, Member 11; ATP-Binding Cassette Transporters; Chemical and Drug Induced Liver Injury; Humans; Male; Mitochondria, Liver; Rats; Rats, Sprague-Dawley; Severity of Illness Index

Isotretinoin (Iso) is a widely used retinoid for the treatment of dermatologic conditions. Although it has broad side effects, there is no well-designed study about preventive effects against its hepatic toxicity. This study was undertaken to evaluate the protective effect of selenium (Se) against Iso-induced hepatotoxicity in Wistar rats. Animals were divided into four groups. The first group served as control. The second, third and fourth groups received Se, Iso and Se & Iso, respectively, for 28 days. Se was administered daily orally at a dose of 50 µg / 100 g body weight. Iso was given daily orally at a dose of 0.75 mg/ 100 g /day in olive oil. Iso caused significant increases in serum levels of alanine aminotransferase, aspartate aminotransferase, alkaline phosphatase, cholesterol, triglycerides, and high-density lipids content. Animals also showed significant rise in thiobarbituric acid reacting substance and nitric oxide content with concomitant decrease in reduced glutathione content and the antioxidant enzyme activities of superoxide dismutase and catalase in liver tissue after Iso exposure. Se administration produced a significant protection against the hepatotoxic effects of Iso and markedly alleviated alterations in these parameters. The results obtained herein clearly indicate that Iso causes induction of oxidative stress and the co-administration of Iso and Se provides protection against Iso-induced liver injury.

Topics: Alanine Transaminase; Alkaline Phosphatase; Animals; Aspartate Aminotransferases; Chemical and Drug Induced Liver Injury; Cholesterol; Dose-Response Relationship, Drug; Gene Expression Regulation, Enzymologic; Isotretinoin; Lipid Metabolism; Lipids; Rats; Rats, Wistar; Sodium Selenite; Teratogens; Trace Elements; Triglycerides

The bile salt export pump (BSEP) is expressed at the canalicular domain of hepatocytes, where it serves as the primary route of elimination for monovalent bile acids (BAs) into the bile canaliculi. The most compelling evidence linking dysfunction in BA transport with liver injury in humans is found with carriers of mutations that render BSEP nonfunctional. Based on mounting evidence, there appears to be a strong association between drug-induced BSEP interference and liver injury in humans; however, causality has not been established. For this reason, drug-induced BSEP interference is best considered a susceptibility factor for liver injury as other host- or drug-related properties may contribute to the development of hepatotoxicity. To better understand the association between BSEP interference and liver injury in humans, over 600 marketed or withdrawn drugs were evaluated in BSEP expressing membrane vesicles. The example of a compound that failed during phase 1 human trials is also described, AMG 009. AMG 009 showed evidence of liver injury in humans that was not predicted by preclinical safety studies, and BSEP inhibition was implicated. For 109 of the drugs with some effect on in vitro BSEP function, clinical use, associations with hepatotoxicity, pharmacokinetic data, and other information were annotated. A steady state concentration (C(ss)) for each of these annotated drugs was estimated, and a ratio between this value and measured IC₅₀ potency values were calculated in an attempt to relate exposure to in vitro potencies. When factoring for exposure, 95% of the annotated compounds with a C(ss)/BSEP IC₅₀ ratio ≥ 0.1 were associated with some form of liver injury. We then investigated the relationship between clinical evidence of liver injury and effects to multidrug resistance-associated proteins (MRPs) believed to play a role in BA homeostasis. The effect of 600+ drugs on MRP2, MRP3, and MRP4 function was also evaluated in membrane vesicle assays. Drugs with a C(ss)/BSEP IC₅₀ ratio ≥ 0.1 and a C(ss)/MRP IC₅₀ ratio ≥ 0.1 had almost a 100% correlation with some evidence of liver injury in humans. These data suggest that integration of exposure data, and knowledge of an effect to not only BSEP but also one or more of the MRPs, is a useful tool for informing the potential for liver injury due to altered BA transport.

Topics: Animals; ATP Binding Cassette Transporter, Subfamily B; ATP Binding Cassette Transporter, Subfamily B, Member 11; ATP-Binding Cassette Transporters; Biological Transport; Chemical and Drug Induced Liver Injury; Cluster Analysis; Drug-Related Side Effects and Adverse Reactions; Humans; Liver; Male; Multidrug Resistance-Associated Proteins; Pharmacokinetics; Rats; Rats, Sprague-Dawley; Recombinant Proteins; Risk Assessment; Risk Factors; Toxicity Tests

Systemic isotretinoin effectively treats all forms of acne vulgaris. However, it has many side-effects, some potentially serious, that warrant limiting its use to serious cases of acne. Inappropriate use in large numbers of patients puts prescribers at risk of malpractice litigation should serious side-effects occur where safer alternative treatments were available. Doctors also risk losing access to the drug should authorities limit its use to reduce the occurrence of side-effects.

Topics: Acne Vulgaris; Administration, Oral; Attitude of Health Personnel; Chemical and Drug Induced Liver Injury; Dermatologic Agents; Humans; Hypertriglyceridemia; Isotretinoin; Mental Disorders; Practice Guidelines as Topic; Professional-Patient Relations; South Africa; Stomatitis; Vision Disorders

Drug-induced liver injury (DILI) is a leading cause of drugs failing during clinical trials and being withdrawn from the market. Comparative analysis of drugs based on their DILI potential is an effective approach to discover key DILI mechanisms and risk factors. However, assessing the DILI potential of a drug is a challenge with no existing consensus methods. We proposed a systematic classification scheme using FDA-approved drug labeling to assess the DILI potential of drugs, which yielded a benchmark dataset with 287 drugs representing a wide range of therapeutic categories and daily dosage amounts. The method is transparent and reproducible with a potential to serve as a common practice to study the DILI of marketed drugs for supporting drug discovery and biomarker development.

Topics: Animals; Benchmarking; Biomarkers, Pharmacological; Chemical and Drug Induced Liver Injury; Drug Design; Drug Labeling; Drug-Related Side Effects and Adverse Reactions; Humans; Pharmaceutical Preparations; Reproducibility of Results; United States; United States Food and Drug Administration

Drug-induced liver injury (DILI) is a significant concern in drug development due to the poor concordance between preclinical and clinical findings of liver toxicity. We hypothesized that the DILI types (hepatotoxic side effects) seen in the clinic can be translated into the development of predictive in silico models for use in the drug discovery phase. We identified 13 hepatotoxic side effects with high accuracy for classifying marketed drugs for their DILI potential. We then developed in silico predictive models for each of these 13 side effects, which were further combined to construct a DILI prediction system (DILIps). The DILIps yielded 60-70% prediction accuracy for three independent validation sets. To enhance the confidence for identification of drugs that cause severe DILI in humans, the "Rule of Three" was developed in DILIps by using a consensus strategy based on 13 models. This gave high positive predictive value (91%) when applied to an external dataset containing 206 drugs from three independent literature datasets. Using the DILIps, we screened all the drugs in DrugBank and investigated their DILI potential in terms of protein targets and therapeutic categories through network modeling. We demonstrated that two therapeutic categories, anti-infectives for systemic use and musculoskeletal system drugs, were enriched for DILI, which is consistent with current knowledge. We also identified protein targets and pathways that are related to drugs that cause DILI by using pathway analysis and co-occurrence text mining. While marketed drugs were the focus of this study, the DILIps has a potential as an evaluation tool to screen and prioritize new drug candidates or chemicals, such as environmental chemicals, to avoid those that might cause liver toxicity. We expect that the methodology can be also applied to other drug safety endpoints, such as renal or cardiovascular toxicity.

Topics: Animals; Anti-Infective Agents; Anti-Inflammatory Agents; Chemical and Drug Induced Liver Injury; Databases, Factual; Drug-Related Side Effects and Adverse Reactions; Humans; Liver; Models, Biological; Predictive Value of Tests

Drug-induced liver injury is one of the main causes of drug attrition. The ability to predict the liver effects of drug candidates from their chemical structures is critical to help guide experimental drug discovery projects toward safer medicines. In this study, we have compiled a data set of 951 compounds reported to produce a wide range of effects in the liver in different species, comprising humans, rodents, and nonrodents. The liver effects for this data set were obtained as assertional metadata, generated from MEDLINE abstracts using a unique combination of lexical and linguistic methods and ontological rules. We have analyzed this data set using conventional cheminformatics approaches and addressed several questions pertaining to cross-species concordance of liver effects, chemical determinants of liver effects in humans, and the prediction of whether a given compound is likely to cause a liver effect in humans. We found that the concordance of liver effects was relatively low (ca. 39-44%) between different species, raising the possibility that species specificity could depend on specific features of chemical structure. Compounds were clustered by their chemical similarity, and similar compounds were examined for the expected similarity of their species-dependent liver effect profiles. In most cases, similar profiles were observed for members of the same cluster, but some compounds appeared as outliers. The outliers were the subject of focused assertion regeneration from MEDLINE as well as other data sources. In some cases, additional biological assertions were identified, which were in line with expectations based on compounds' chemical similarities. The assertions were further converted to binary annotations of underlying chemicals (i.e., liver effect vs no liver effect), and binary quantitative structure-activity relationship (QSAR) models were generated to predict whether a compound would be expected to produce liver effects in humans. Despite the apparent heterogeneity of data, models have shown good predictive power assessed by external 5-fold cross-validation procedures. The external predictive power of binary QSAR models was further confirmed by their application to compounds that were retrieved or studied after the model was developed. To the best of our knowledge, this is the first study for chemical toxicity prediction that applied QSAR modeling and other cheminformatics techniques to observational data generated by the means of automate

Topics: Animals; Chemical and Drug Induced Liver Injury; Cluster Analysis; Databases, Factual; Humans; MEDLINE; Mice; Models, Chemical; Molecular Conformation; Quantitative Structure-Activity Relationship

Drug-induced liver injury is a major issue of concern and has led to the withdrawal of a significant number of marketed drugs. An understanding of structure-activity relationships (SARs) of chemicals can make a significant contribution to the identification of potential toxic effects early in the drug development process and aid in avoiding such problems. This process can be supported by the use of existing toxicity data and mechanistic understanding of the biological processes for related compounds. In the published literature, this information is often spread across diverse sources and can be varied and unstructured in quality and content. The current work has explored whether it is feasible to collect and use such data for the development of new SARs for the hepatotoxicity endpoint and expand upon the limited information currently available in this area. Reviews of hepatotoxicity data were used to build a structure-searchable database, which was analyzed to identify chemical classes associated with an adverse effect on the liver. Searches of the published literature were then undertaken to identify additional supporting evidence, and the resulting information was incorporated into the database. This collated information was evaluated and used to determine the scope of the SARs for each class identified. Data for over 1266 chemicals were collected, and SARs for 38 classes were developed. The SARs have been implemented as structural alerts using Derek for Windows (DfW), a knowledge-based expert system, to allow clearly supported and transparent predictions. An evaluation exercise performed using a customized DfW version 10 knowledge base demonstrated an overall concordance of 56% and specificity and sensitivity values of 73% and 46%, respectively. The approach taken demonstrates that SARs for complex endpoints can be derived from the published data for use in the in silico toxicity assessment of new compounds.

Topics: Chemical and Drug Induced Liver Injury; Databases, Factual; Humans; Structure-Activity Relationship; Tetracyclines; Thiophenes

Drug-induced liver injury (DILI) is one of the most important reasons for drug development failure at both preapproval and postapproval stages. There has been increased interest in developing predictive in vivo, in vitro, and in silico models to identify compounds that cause idiosyncratic hepatotoxicity. In the current study, we applied machine learning, a Bayesian modeling method with extended connectivity fingerprints and other interpretable descriptors. The model that was developed and internally validated (using a training set of 295 compounds) was then applied to a large test set relative to the training set (237 compounds) for external validation. The resulting concordance of 60%, sensitivity of 56%, and specificity of 67% were comparable to results for internal validation. The Bayesian model with extended connectivity functional class fingerprints of maximum diameter 6 (ECFC_6) and interpretable descriptors suggested several substructures that are chemically reactive and may also be important for DILI-causing compounds, e.g., ketones, diols, and α-methyl styrene type structures. Using Smiles Arbitrary Target Specification (SMARTS) filters published by several pharmaceutical companies, we evaluated whether such reactive substructures could be readily detected by any of the published filters. It was apparent that the most stringent filters used in this study, such as the Abbott alerts, which captures thiol traps and other compounds, may be of use in identifying DILI-causing compounds (sensitivity 67%). A significant outcome of the present study is that we provide predictions for many compounds that cause DILI by using the knowledge we have available from previous studies. These computational models may represent cost-effective selection criteria before in vitro or in vivo experimental studies.

Topics: Bayes Theorem; Chemical and Drug Induced Liver Injury; Humans; Ligands

Theoretical concerns about liver disease and vitamin A deficiency have limited the use of oral isotretinoin for troublesome acne in adolescents with cystic fibrosis.. Oral isotretinoin was administered to nine patients with cystic fibrosis who had troublesome acne unresponsive to antibiotics. All patients were followed for 1-4 years after cessation of treatment.. Isotretinoin treatment cleared active acne lesions in all patients. It was well tolerated, and no patient had significant side effects. All nine patients were pleased or delighted with the improvement in their skin.. Adolescents with cystic fibrosis and acne can be treated with oral isotretinoin. Oral isotretinoin should be considered for adolescents with cystic fibrosis who have acne associated with scarring, acne not clearing with topical and antibiotic treatment, acne associated with depression or severe cystic acne.

Topics: Acne Vulgaris; Administration, Oral; Adolescent; Chemical and Drug Induced Liver Injury; Cystic Fibrosis; Dermatologic Agents; Female; Humans; Isotretinoin; Male

Topics: Acne Vulgaris; Chemical and Drug Induced Liver Injury; Depression; Dermatology; Humans; Isotretinoin; Keratolytic Agents; Suicide

Topics: Acne Vulgaris; Chemical and Drug Induced Liver Injury; Depression; Drug Labeling; Humans; Isotretinoin; Keratolytic Agents; Male

Administration of etretinate in a 29-year-old female patient suffering from severe pustular psoriasis caused a dramatic increase in liver enzymes. Liver biopsy revealed changes characteristic for drug-induced hepatitis. After normalization of liver parameters following withdrawal of etretinate, isotretinoin was administered during a severe pustular relapse. In contrast to etretinate, isotretinoin was well tolerated and resulted in a good therapeutic response. Thus, isotretinoin can be considered as an effective and safe therapeutic alternative for pustular psoriasis even after the occurrence of etretinate-induced hepatitis.

Topics: Adult; Chemical and Drug Induced Liver Injury; Etretinate; Female; Humans; Isotretinoin; Liver Function Tests; Psoriasis

A 64-year-old woman developed biopsy-proven hepatitis during oral treatment of severe pustular psoriasis of palms and soles with an aromatic retinoid, etretinate. The elevations in hepatic enzyme levels reappeared when etretinate was reinstituted 18 months later. Analysis of serum and subcutis showed normal therapeutic concentrations of the drug. Isotretinoin therapy, although apparently devoid of hepatotoxicity, was clinically only marginally effective. Evidence compiled from the literature suggests that etretinate-hepatitis is a drug-specific reaction.

Topics: Chemical and Drug Induced Liver Injury; Etretinate; Female; Humans; Isotretinoin; Middle Aged; Psoriasis; Tretinoin

Topics: Abnormalities, Drug-Induced; Chemical and Drug Induced Liver Injury; Female; Heart Defects, Congenital; Humans; Hydrocephalus; Infant, Newborn; Infant, Premature, Diseases; Isotretinoin; Liver Diseases; Tretinoin